Wenzi Liao
Orcid: 0000-0002-2183-0324Affiliations:
- Ghent University, Belgium
According to our database1,
Wenzi Liao
authored at least 111 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Multim. Tools Appl., May, 2024
Fractional Fourier Image Transformer for Multimodal Remote Sensing Data Classification.
IEEE Trans. Neural Networks Learn. Syst., February, 2024
IEEE Trans. Instrum. Meas., 2024
Signal Image Video Process., 2024
Cross-domain transfer learning for weed segmentation and mapping in precision farming using ground and UAV images.
Expert Syst. Appl., 2024
2023
Frequency-to-spectrum mapping GAN for semisupervised hyperspectral anomaly detection.
CAAI Trans. Intell. Technol., December, 2023
IEEE Trans. Circuits Syst. Video Technol., October, 2023
CoRe: Contrastive and Restorative Self-Supervised Learning for Surface Defect Inspection.
IEEE Trans. Instrum. Meas., 2023
Cross-Modal Graph Knowledge Representation and Distillation Learning for Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Panchromatic and Hyperspectral Image Fusion: Outcome of the 2022 WHISPERS Hyperspectral Pansharpening Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Integrating Low-Cost UAV and GCP-based Structure-from-Motion Techniques to Generate Very High-Resolution Orthoimage for Bamboo Forest Mapping and Individuals Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
A Multi-Scale Deep Feature Learning and Semantic Enhancement Approach for Remote Sensing Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Siamese Recurrent Residual Refinement Network for High-Resolution Image Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Fractional Gabor Convolutional Network for Multisource Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection.
IEEE Trans. Cybern., 2022
Cross-Domain Classification of Multisource Remote Sensing Data Using Fractional Fusion and Spatial-Spectral Domain Adaptation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming.
CoRR, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Multisource Cross-Scene Classification Using Fractional Fusion and Spatial-Spectral Domain Adaptation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2021
Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution.
IEEE Trans. Geosci. Remote. Sens., 2021
Pattern Recognit., 2021
J. Comput. Sci., 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture.
IEEE Trans. Geosci. Remote. Sens., 2020
Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Optimized highway deep learning network for fast single image super-resolution reconstruction.
J. Real Time Image Process., 2020
2019
Variational Textured Dirichlet Process Mixture Model With Pairwise Constraint for Unsupervised Classification of Polarimetric SAR Images.
IEEE Trans. Image Process., 2019
Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2019
Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction.
Remote. Sens., 2019
Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields.
Remote. Sens., 2019
Separable-spectral convolution and inception network for hyperspectral image super-resolution.
Int. J. Mach. Learn. Cybern., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
New margin-based subsampling iterative technique in modified random forests for classification.
Knowl. Based Syst., 2019
Inf. Sci., 2019
Hyper-Laplacian regularized nonlocal low-rank matrix recovery for hyperspectral image compressive sensing reconstruction.
Inf. Sci., 2019
Semi-Supervised Classification of Polarimetric SAR Images Using Markov Random Field and Two-Level Wishart Mixture Model.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Morphological Analysis for Banana Disease Detection in Close Range Hyperspectral Remote Sensing Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 30th British Machine Vision Conference 2019, 2019
2018
Joint Spatial and Spectral Low-Rank Regularization for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2018
Unsupervised Classification of Multilook Polarimetric SAR Data Using Spatially Variant Wishart Mixture Model with Double Constraints.
IEEE Trans. Geosci. Remote. Sens., 2018
Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Group Sparse Representation Based on Nonlocal Spatial and Local Spectral Similarity for Hyperspectral Imagery Classification.
Sensors, 2018
Sensors, 2018
Sensors, 2018
Spatiotemporal change patterns of urban lakes in China's major cities between 1990 and 2015.
Int. J. Digit. Earth, 2018
Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2018
IEEE Access, 2018
Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping.
IEEE Access, 2018
Global Spatial and Local Spectral Similarity-Based Group Sparse Representation for Hyperspectral Imagery Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Potential Analysis of Feature Extraction Based Quick Response for Environmental Change with Social Media Photos.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Banana Disease Detection by Fusion of Close Range Hyperspectral Image and High-Resolution Rgb Image.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification.
Remote. Sens., 2017
Multiscale Superpixel-Level Subspace-Based Support Vector Machines for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017
Detecting Road Intersections from GPS Traces Using Longest Common Subsequence Algorithm.
ISPRS Int. J. Geo Inf., 2017
Geo spatial Inf. Sci., 2017
Detection of leaf structures in close-range hyperspectral images using morphological fusion.
Geo spatial Inf. Sci., 2017
Proceedings of the Joint Urban Remote Sensing Event, 2017
Cloud implementation of hyperspectral image restoration with PCA and total variation based on Spark.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Non-negative matrix factorization with mixture of Itakura-Saito divergence for SAR images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Generalized Differential Morphological Profiles for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).
CoRR, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Spectral-spatial classification for hyperspectral image by bilateral filtering and morphological features.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Classification of cloudy hyperspectral image and LiDAR data based on feature fusion and decision fusion.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Classification of hyperspectral images with very small training size using sparse unmixing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction.
IEEE Geosci. Remote. Sens. Lett., 2015
Generalized Graph-Based Fusion of Hyperspectral and LiDAR Data Using Morphological Features.
IEEE Geosci. Remote. Sens. Lett., 2015
Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Optimized feature fusion of LiDAR and hyperspectral data for tree species mapping in closed forest canopies.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
An improved semi-supervised local discriminant analysis for feature extraction of hyperspectral image.
Proceedings of the Joint Urban Remote Sensing Event, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Combining feature fusion and decision fusion for classification of hyperspectral and LiDAR data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Two-stage denoising method for hyperspectral images combining KPCA and total variation.
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
PhD thesis, 2012
Classification of Hyperspectral Data Over Urban Areas Using Directional Morphological Profiles and Semi-Supervised Feature Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Classification of Hyperspectral Data over Urban Areas Based on Extended Morphological Profile with Partial Reconstruction.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012
2011
Feature extraction for hyperspectral images based on semi-supervised local discriminant analysis.
Proceedings of the Joint Urban Remote Sensing Event, 2011
2010
Proceedings of the International Conference on Image Processing, 2010
2009
Study on Mapping of Basic Elements in the Chinese Character Intelligent Formation without Character Library System.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009